Software Engineers vs. Machine Learning Algorithms: An Empirical Study Assessing Performance and Reuse Tasks.
Nathalia Moraes do NascimentoCarlos LucenaPaulo S. C. AlencarDonald D. CowanPublished in: CoRR (2018)
Keyphrases
- machine learning algorithms
- software engineers
- benchmark data sets
- learning algorithm
- software engineering
- machine learning
- machine learning methods
- software maintenance
- transfer learning
- predictive accuracy
- learning problems
- decision trees
- software systems
- reverse engineering
- supervised machine learning algorithms
- random forests
- software development
- machine learning approaches
- database applications
- source code
- machine learning models
- learning tasks
- program comprehension
- software components
- learning models
- learning objects
- data sets
- standard machine learning algorithms
- input features
- artificial intelligence
- supervised learning
- software developers
- open source